Shahryar Rahnamayan

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 139

Top Venues

University of Waterloo, Ontario, Canada (PHD)

Education History

University of Waterloo, Ontario, Canada

PHD

Publications

Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
Enhancing Diversity in Multi-Objective Feature Selection. CEC (2024)
Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Sevil Zanjani Miyandoab, Azam Asilian Bidgoli, Hamid R. Tizhoosh
Training Artificial Neural Networks by Coordinate Search Algorithm. CoRR (2024)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Compact NSGA-II for Multi-objective Feature Selection. CoRR (2024)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Multi-objective Binary Coordinate Search for Feature Selection. CoRR (2024)
Ananda Sutradhar, Azam Asilian Bidgoli, Shahryar Rahnamayan
COR-MFS: A Correlation-Based Multi-Objective Feature Selection on EEG Signals. CEC (2024)
Farnaz Kheiri, Azam Asilian Bidgoli, Masoud Makrehchi, Shahryar Rahnamayan
Feature Selection-driven Bias Deduction in Histopathology Images: Tackling Site-Specific Influences. CEC (2024)
Davood Zaman Farsa, Shahryar Rahnamayan, Azam Asilian Bidgoli, Hamid R. Tizhoosh
Evolutionary multi-objective design of autoencoders for compact representation of histopathology whole slide images. Comput. Oper. Res. 162 (2024)
Farzaneh Nikbakhtsarvestani, Shahryar Rahnamayan, Mehran Ebrahimi
Opposition-based Multi-Objective ADAM Optimizer (OMAdam) for Training ANNs. CEC (2024)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli, Sevda Ebrahimi, Masoud Makrehchi
Enhancing Diversity in Multi-objective Feature Selection. CoRR (2024)
Vida Gharavian, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
A Pairwise Surrogate Model using GNN for Evolutionary Optimization. SMC (2023)
Amin Avan, Farnaz Kheiri, Qusay H. Mahmoud, Akramul Azim, Masoud Makrehchi, Shahryar Rahnamayan
A Task Scheduler for Mobile Edge Computing Using Priority-based Reinforcement Learning. SSCI (2023)
Vida Gharavian, Rasa Khosrowshahli, Qusay H. Mahmoud, Masoud Makrehchi, Shahryar Rahnamayan
Intrusion Detection for Wireless Sensor Network Using Graph Neural Networks. SSCI (2023)
Milad Sikaroudi, Seyedeh Maryam Hosseini, Shahryar Rahnamayan, Hamid R. Tizhoosh
ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals. ICCV (Workshops) (2023)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Compact NSGA-II for Multi-objective Feature Selection. SMC (2023)
Milad Sikaroudi, Seyedeh Maryam Hosseini, Shahryar Rahnamayan, Hamid R. Tizhoosh
ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals. CoRR (2023)
Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, Hamid R. Tizhoosh
Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology. CoRR (2023)
Hamidreza Rouzegar, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
Enhancing Content-Based Histopathology Image Retrieval Using QR Code Representation. SSCI (2023)
Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Sevil Zanjani Miyandoab, Azam Asilian Bidgoli, Hamid R. Tizhoosh
Training Artificial Neural Networks by Coordinate Search Algorithm. SSCI (2023)
Farzaneh Nikbakhtsarvestani, Mehran Ebrahimi, Shahryar Rahnamayan
Multi-objective ADAM Optimizer (MAdam). SMC (2023)
Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli, Masoud Makrehchi
Self-Supervised Learning Using Noisy-Latent Augmentation. SMC (2023)
Rasa Khosrowshahli, Shahryar Rahnamayan, Amin Ibrahim, Masoud Makrehchi
Ranking Center-based NSGA-II. SMC (2023)
Farzaneh Nikbakhtsarvestani, Azam Asilian Bidgoli, Mehran Ebrahimi, Shahryar Rahnamayan
Multi-Objective Coordinate Search Optimization. CEC (2023)
Sevda Ebrahimi, Shahryar Rahnamayan, Azam Asilian Bidgoli
Opposition-Based Crossover Operation for Differential Evolution Algorithm. SSCI (2023)
Rasa Khosrowshahli, Shahryar Rahnamayan
Block Differential Evolution. CEC (2023)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. IEEE Trans. Evol. Comput. 27 (1) (2023)
Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, Hamid R. Tizhoosh
Ranking loss and sequestering learning for reducing image search bias in histopathology. Appl. Soft Comput. 142 (2023)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images. CoRR (2023)
Sevil Zanjani Miyandoab, Shahryar Rahnamayan, Azam Asilian Bidgoli
Multi-Objective Binary Coordinate Search for Feature Selection. SMC (2023)
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
Image-based benchmarking and visualization for large-scale global optimization. Appl. Intell. 52 (4) (2022)
Milad Sikaroudi, Shahryar Rahnamayan, Hamid R. Tizhoosh
Hospital-Agnostic Image Representation Learning in Digital Pathology. CoRR (2022)
Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization. CoRR (2022)
Majid Seydgar, Shahryar Rahnamayan, Pedram Ghamisi, Azam Asilian Bidgoli
Semisupervised Hyperspectral Image Classification Using a Probabilistic Pseudo-Label Generation Framework. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Milad Sikaroudi, Shahryar Rahnamayan, Hamid R. Tizhoosh
Hospital-Agnostic Image Representation Learning in Digital Pathology. EMBC (2022)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Shivam Kalra, Manit Zaveri, Clinton J. V. Campbell, Anil Parwani, Liron Pantanowitz, Hamid R. Tizhoosh
Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology. Artif. Intell. Medicine 132 (2022)
Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli
Clustering Center-based Differential Evolution. CEC (2022)
Weimin Zhao, Sanaa A. Alwidian, Hancong Ge, Shahryar Rahnamayan, Qusay H. Mahmoud
Multi-Objective Differential Evolution and Unseen Adversarial Sample Generation. CASCON (2022)
Hanan Hiba, Shahryar Rahnamayan, Azam Asilian Bidgoli, Amin Ibrahim, Rasa khosroshahli
A comprehensive investigation on novel center-based sampling for large-scale global optimization. Swarm Evol. Comput. 73 (2022)
Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi
House price prediction using clustering and genetic programming along with conducting a comparative study. GECCO Companion (2021)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A novel binary many-objective feature selection algorithm for multi-label data classification. Int. J. Mach. Learn. Cybern. 12 (7) (2021)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
Reference-point-based multi-objective optimization algorithm with opposition-based voting scheme for multi-label feature selection. Inf. Sci. 547 (2021)
H. Hegab, A. Salem, Shahryar Rahnamayan, H. A. Kishawy
Analysis, modeling, and multi-objective optimization of machining Inconel 718 with nano-additives based minimum quantity coolant. Appl. Soft Comput. 108 (2021)
Davood Zaman Farsa, Azam Asilian Bidgoli, Ehsan Rokhsat-Yazdi, Shahryar Rahnamayan
Population-based coordinate descent algorithm with majority voting. GECCO Companion (2021)
Azam Asilian Bidgoli, Shahryar Rahnamayan
Memetic Differential Evolution Using Coordinate Descent. CEC (2021)
Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. MICCAI (8) (2021)
Abdelrahman Elewah, Abeer A. Badawi, Haytham Khalil, Shahryar Rahnamayan, Khalid Elgazzar
3D-RadViz: Three Dimensional Radial Visualization for Large-Scale Data Visualization. CEC (2021)
Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. CoRR (2021)
Mostapha Kalami Heris, Shahryar Rahnamayan
Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action. CEC (2020)
Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Novel Collective Crossover Operator for Genetic Algorithms. SMC (2020)
Abdullah Irfan, Akash L. Adivishnu, Antonio Sze-To, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classifying Pneumonia among Chest X-Rays Using Transfer Learning. EMBC (2020)
Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad
Towards Solving Large-scale Expensive Optimization Problems Efficiently Using Coordinate Descent Algorithm. SMC (2020)
Azam Asilian Bidgoli, Shahryar Rahnamayan
A Collective Intelligence Strategy for Enhancing Population-based optimization Algorithms. CEC (2020)
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. CoRR (2020)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
A Novel Center-based Differential Evolution Algorithm. CEC (2020)
Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
Evaluating the Predictability of Cancer Types from 536 Somatic Mutations: A New Dataset. EMBC (2020)
Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli
Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently. CoRR (2020)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
Enhancing SHADE and L-SHADE Algorithms Using Ordered Mutation. SSCI (2020)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
An evolutionary decomposition-based multi-objective feature selection for multi-label classification. PeerJ Comput. Sci. 6 (2020)
Nelson Vithayathil Varghese, Amritpal Singh, Ashwin Suresh, Shahryar Rahnamayan
Binary Hybrid Differential Evolution Algorithm for Multi-label Feature Selection. SMC (2020)
Mostapha Kalami Heris, Shahryar Rahnamayan
Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action. CoRR (2020)
Mahda Nasrolahzadeh, Javad Haddadnia, Shahryar Rahnamayan
Multi-Objective Optimization of Wavelet-Packet-Based Features in Pathological Diagnosis of Alzheimer Using Spontaneous Speech Signals. IEEE Access 8 (2020)
Mahda Nasrolahzadeh, Amin Ibrahim, Shahryar Rahnamayan, Javad Haddadnia
Pareto-RadVis: A Novel Visualization Scheme for Many-objective Optimization. SMC (2020)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
Evolving Feedforward Neural Networks Using a Quasi-Opposition-Based Differential Evolution for Data Classification. SSCI (2020)
Khiria Aldwib, Shahryar Rahnamayan, Amin Ibrahim
Enhancing Parallel Coordinates Visualization Using Genetic Algorithm with Smart Mutation. SMC (2020)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan, Gerald Schaefer
Many-level Image Thresholding using a Center-Based Differential Evolution Algorithm. CEC (2020)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
CenPSO: A Novel Center-based Particle Swarm Optimization Algorithm for Large-scale Optimization. SMC (2020)
Bradley Wood, Viraj Patel, Shahryar Rahnamayan
A Smart Scheme for Variable Selection in Partial Opposition-based Differential Evolution. SSCI (2020)
Azam Asilian Bidgoli, Steven Trumble, Shahryar Rahnamayan
Discovering Numerous Strassen's Equivalent Equations Using a Simple Micro Multimodal GA: Evolution in Action. CEC (2020)
Davood Zaman Farsa, Shahryar Rahnamayan
Discrete Coordinate Descent (DCD). SMC (2020)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
One-array Differential Evolution Algorithm with a Novel Replacement Strategy for Numerical Optimization. SMC (2020)
Jonathan Gillett, Shahryar Rahnamayan, Masoud Makrehchi, Azam Asilian Bidgoli
A pareto front-based metric to identify major bitcoin networks influencers. GECCO Companion (2020)
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb
Image-Based Benchmarking and Visualization for Large-Scale Global Optimization. CoRR (2020)
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. AIME (2020)
Ehsan Rokhsatyazdi, Shahryar Rahnamayan, Hossein Amirinia, Sakib Ahmed
Optimizing LSTM Based Network For Forecasting Stock Market. CEC (2020)
Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Naveen Kalra
Comparing Genetic Programming with Other Data Mining Techniques on Prediction Models. ICCSE (2019)
Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb, Mitra Rahnamayan
A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE Algorithm. CEC (2019)
Mehmet Bilgehan Erdem, Zekiye Erdem, Shahryar Rahnamayan
Diabetes Mellitus Prediction Using Multi-objective Genetic Programming and Majority Voting. ICCSE (2019)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Many-objective Feature Selection Algorithm for Multi-label Classification Based on Computational Complexity of Features. ICCSE (2019)
Khiria Aldwib, Azam Asilian Bidgoli, Shahryar Rahnamayan, Amin Ibrahim
Proposing a Pareto-VIKOR Ranking Method for Enhancing Parallel Coordinates Visualization. ICCSE (2019)
Khizar Quresh, Shahryar Rahnamayan, Yuping He, Ramiro Liscano
Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional Method. CEC (2019)
Seyed Jalaleddin Mousavirad, Shahryar Rahnamayan
Differential Evolution Algorithm Based on a Competition Scheme. ICCSE (2019)
Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Shahryar Rahnamayan
Tackling Deceptive Optimization Problems Using Opposition-based DE with Center-based Latin Hypercube Initialization. ICCSE (2019)
Hanan Hiba, Azam Asilian Bidgoli, Amin Ibrahim, Shahryar Rahnamayan
CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization Problems. CEC (2019)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
Opposition-Based Multi-objective Binary Differential Evolution for Multi-label Feature Selection. EMO (2019)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb
A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation Researchers. CEC (2019)
Sedigheh Mahdavi, Shahryar Rahnamayan, Abbas Mahdavi
Majority voting for discrete population-based optimization algorithms. Soft Comput. 23 (1) (2019)
Hanan Hiba, Mohammed El-Abd, Shahryar Rahnamayan
Improving SHADE with Center-based Mutation for Large-scale Optimization. CEC (2019)
Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature Selection. CEC (2019)
Shaimaa Seyam, Khaled H. M. Al-Hamed, Ali M. M. I. Qureshy, Ibrahim Dincer, Martin Agelin-Chaab, Shahryar Rahnamayan
Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy Systems. CEC (2019)
Fateme Azimlu, Shahryar Rahnamayan, Masoud Makrehchi, Pedram Karimipour-Fard
Designing Solar Chimney Power Plant Using Meta-modeling, Multi-objective Optimization, and Innovization. EMO (2019)
Hanan Hiba, Amin Ibrahim, Shahryar Rahnamayan
Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation Scheme. CEC (2019)
Amir H. Gandomi, Kalyanmoy Deb, Ronald C. Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar
Using semi-independent variables to enhance optimization search. Expert Syst. Appl. 120 (2019)
Azam Asilian Bidgoli, Sedigheh Mahdavi, Shahryar Rahnamayan, Hossein Ebrahimpour-Komleh
GDE4: The Generalized Differential Evolution with Ordered Mutation. EMO (2019)
Sedigheh Mahdavi, Shahryar Rahnamayan
Length Scale-Based Differential Evolution. CCECE (2018)
Syed Raazi Rizvi, Shahryar Rahnamayan
Interactive Evolutionary Parameter Optimization for Eulerian Video Magnification. SSCI (2018)
Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
Enhanced Correlation Matrix Based Visualization for Multi- and Many-objective optimization. SSCI (2018)
Hojjat Salehinejad, Shahryar Rahnamayan, Hamid R. Tizhoosh
CenDE: Centroid-Based Differential Evolution. CCECE (2018)
Sedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb
Opposition based learning: A literature review. Swarm Evol. Comput. 39 (2018)
Amin Ibrahim, Shahryar Rahnamayan, Miguel Vargas Martin, Kalyanmoy Deb
3D-RadVis Antenna: Visualization and performance measure for many-objective optimization. Swarm Evol. Comput. 39 (2018)
Sedigheh Mahdavi, Shahryar Rahnamayan, Mohammad Ebrahim Shiri
Incremental cooperative coevolution for large-scale global optimization. Soft Comput. 22 (6) (2018)
Zakiya Alfughi, Shahryar Rahnamayan, Bekir Yilbas
Multi-Objective Solar Farm Design Based on Parabolic Collectors. J. Adv. Comput. Intell. Intell. Informatics 22 (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shahryar Rahnamayan